Gumloop vs LangChain

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

LangChain is the stronger AI pick in AI Agents: it has a visibility score of 10.4 versus 4.9 for Gumloop, and ranks ahead in 50% of the answers that name both.

Choose Gumloop if…

You want a lower entry price ($37 vs $39)
AI answers describe it more positively (33% vs 17% positive)
You need SOC 2 Type II or GDPR coverage
Flat tiers pricing suits your budget better than per seat

Choose LangChain if…

You want the brand AI engines rank higher (10.4 vs 4.9)
You want a free plan to start
You need a self-hosted or on-premises option
You prefer a larger, established vendor (201–500 employees)

AI visibility side by side

Latest weekly run · Nov 3

Metric	Gumloop	LangChain
Visibility score	4.9%	10.4%
Change vs last week	New	New
Rank in AI Agents	#24	#12
Share of voice	1.6%	2.7%
Mentions this run	10	18
Positive in AI answers	33%	17%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

Gumloop 0pp · LangChain 0pp over 0 weekly runs.

Engine by engine

LangChain leads on 2 of 3 engines

ChatGPT

0.9%

12.6%

AI Mode

5.7%

13.3%

Perplexity

5.2%

GumloopLangChain

Head to head in AI answers

4 engine answers name both brands

2Gumloop ranked higher

2LangChain ranked higher

Prompt	Engine	Gumloop	LangChain
What are the best AI Agents tools in 2026?	ChatGPT	#9	#13
Official website of the top AI agent platform vendors	Perplexity	#19	#12
Where can I sign up for an AI agent platform?	AI Mode	#1	#12
Who makes the most used AI agent platform?	Perplexity	#11	#2

Features, pricing & fit

Dimension	Gumloop	LangChain
Pricing model	Flat tiers	Per seat
Entry price	$37 / mo	Free; paid from $39 per seat / mo
Free plan	No · 14-day trial	Yes
Deployment	Cloud-based, with VPC deployment inside a customer's AWS, Azure or Google Cloud environment.	Cloud (SaaS), hybrid (SaaS control plane with self-hosted data plane), or self-hosted in the customer's VPC
Integrations	400+	—
Compliance	SOC 2 Type II, GDPR	—
Support	Email support, Dedicated Slack support on Enterprise, Gumloop University, Embedded Gumloop Expert on Enterprise	Community forum, Support portal, Email support, Slack
Founded	2023	2023
Headquarters	San Francisco, CA	San Francisco, CA, United States
Employees	11–50	201–500
Funding	Series B · $70M raised	Series B, led by IVP
Best for	Companies whose non-technical teams want to build their own agents while IT keeps control of access and spend.	Teams building agents that need control over models, context, memory and deployment, and the ability to test, govern and improve them in production